proflead

scalability-assessment

Assess a system for growth bottlenecks. Use when a senior developer needs to evaluate scaling limits.

proflead 162 36 Actualitzat fa 9 mesos
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Instal·la

npx skillscat add proflead/codex-skills-library/scalability-assessment

Instal·la des del registre de SkillsCat.

SKILL.md

Scalability Assessment

Purpose

Assess a system for growth bottlenecks.

Inputs to request

  • Current throughput and growth projections.
  • Architecture and data stores.
  • Cost constraints and SLOs.

Workflow

  1. Estimate load characteristics and growth assumptions.
  2. Identify bottlenecks in compute, storage, and IO.
  3. Propose scaling strategies and cost impacts.

Output

  • Scalability findings and recommendations.

Quality bar

  • Explicitly state assumptions and limits.
  • Include cost and operational tradeoffs.